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A discrete convolution engine for generating exact n-th derivatives of "Log-Towers," A = h(x)·ln(g(x))/ln(f(x)). Features Omega-Kernel (v1.0.0) for O(n^3) polynomial generation, replacing iterative differentiation with cached sector decomposition.